Mradul Mani Mishra
@mradulmanimishra
I build reliable data pipelines and ML models from messy real-world inputs.
IndiaWhat I'm looking for
I've built ML classification models and end-to-end data flows for a wearable health-monitoring system at MYAB Innovation, connecting noisy hardware sensor readings, GPS data, and mobile API outputs in Python.
The work taught me that the pipeline often matters more than the model: I repeatedly rebuilt preprocessing as device behaviour changed, while documenting experiments, architecture, and model decisions.
Before that, I co-founded Bookose and owned its backend database, from schema design and data flows to API integrations, testing, and deployment. At Tata Consultancy Services, I wrote SQL for business reporting, validated data quality, and delivered Excel summaries for cross-functional stakeholders.
I'm completing a B.Tech in Computer Science at GLA University and work with Python, SQL, Pandas, NumPy, Scikit-learn, Matplotlib, and Seaborn. I enjoy turning complex data work into clear, useful explanations for business readers.
Experience
Work history, roles, and key accomplishments
Worked as Support Associate at Intellix Consulting Services.
• The work was to build ML classification models on wearable biomedical sensor and motion data for a health-monitoring system. The harder part turned out to be the pipeline — raw hardware inputs are noisy in ways test datasets aren't, and making preprocessing consistent enough for the model to actually alert correctly took most of the engineering effort.
• Connected hardware inputs, GPS tracking d
• Designed and built the entire backend database for a live startup product — schema, relationships, data flows across all modules, API integrations. No one else on the database side. Made the classic first-timer mistakes with schema design, caught most of them before they became expensive, and shipped it.
• Owned the full backend across planning, implementation, testing, and iterative deployment.
• Wrote SQL to extract, join, filter, and clean data for internal business reporting — real queries against real tables with real business logic, not sandbox datasets where the data is always well-behaved.
• Built a data validation step before every analysis run: checking for duplicates, nulls, inconsistent records, and mismatched entries. Learned to treat data quality as a precondition, not somet
• Worked through a full data project on e-commerce transaction data — loaded it, cleaned it with Pandas, wrote SQL aggregations for revenue and order patterns, built visualisations in Matplotlib and Seaborn. Standard scope for a first real project, but genuinely end-to-end.
• Applied linear regression for predictive analytics using Scikit-learn and NumPy. More useful than the model accuracy was le
Education
Degrees, certifications, and relevant coursework
GLA University
Bachelor of Technology, Computer Science
2022 - 2026
Focus: Data Science, Artificial Intelligence, and Software Engineering.
Key skills: machine learning, data analysis, database development, software development lifecycle, business analysis.
HCL GUVI
Building & Deploying Applications with Google AI Studio
Issued Jan 2026 · Expired Jan 2026
Institution’s Innovation Council (IIC), SRMIST, Delhi-NCR Campus
Pitch - A - Thon
Issued Apr 2025 · Expired Apr 2025
TCS iON
TCS iON NQT Psychometric
Issued Aug 2025 · Expires Jul 2027
TCS iON
TCS iON NQT - IT Score Card
Issued Aug 2025 · Expires Jul 2027
Smart India Hackathon
Internal Smart India Hackathon 2025
Issued Aug 2025
Maharishi University of Information Technology
Brewing Codes 3.0 Participation
Issued Dec 2024
Coding Blocks
Certificate of Internship
Issued Jun 2024 · Expired Jul 2024
Department of CEA, GLA University, Mathura
Parliamentary Debate: Do's and Don't in Department of English
Issued Oct 2023 · Expired Oct 2023
Vrindavan Public School
Intermediate, CBSE
2021 - 2022
Vrindavan Public School
High School
2019 - 2020
I was a boy who always saw the world differently. At twelve, I amazed everyone by solving problems with simple, clever ideas. But more than my brilliance, it was my kindness—reaching out to shy classmates, helping staff, and making others feel valued—that made me stand out. In a national science competition, I created an invention that produced light through movement, winning recognition. Yet I st
NPTEL
Ethics in IT (GEIT)
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Social media
Job categories
Skills
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